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feat: statistics tests

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bernard-ng
2025-09-28 17:16:02 +02:00
parent ef4ec70fcc
commit 9039e9a4cf
20 changed files with 33006 additions and 1140 deletions
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assets/identified_category_distribution.csv
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province,compose,simple
AUTRES,0.2062165520477412,0.7937834479522587
BANDUNDU,0.6269061385346485,0.3730938614653515
BAS-CONGO,0.09081330148566008,0.90918669851434
EQUATEUR,0.12423822403788959,0.8757617759621105
KASAI-OCCIDENTAL,0.2612655252892886,0.7387344747107114
KASAI-ORIENTAL,0.07622377139542966,0.9237762286045703
KATANGA,0.18062352012628255,0.8193764798737174
KINSHASA,0.07679244621346286,0.9232075537865372
MANIEMA,0.4611502742287561,0.5388497257712439
NORD-KIVU,0.11962561930536533,0.8803743806946347
ORIENTALE,0.16090483213325235,0.8390951678667476
SUD-KIVU,0.409646629226467,0.590353370773533
1 province compose simple
2 AUTRES 0.2062165520477412 0.7937834479522587
3 BANDUNDU 0.6269061385346485 0.3730938614653515
4 BAS-CONGO 0.09081330148566008 0.90918669851434
5 EQUATEUR 0.12423822403788959 0.8757617759621105
6 KASAI-OCCIDENTAL 0.2612655252892886 0.7387344747107114
7 KASAI-ORIENTAL 0.07622377139542966 0.9237762286045703
8 KATANGA 0.18062352012628255 0.8193764798737174
9 KINSHASA 0.07679244621346286 0.9232075537865372
10 MANIEMA 0.4611502742287561 0.5388497257712439
11 NORD-KIVU 0.11962561930536533 0.8803743806946347
12 ORIENTALE 0.16090483213325235 0.8390951678667476
13 SUD-KIVU 0.409646629226467 0.590353370773533
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27 y 0.0 0.07903953601739935 0.0008749671887304226 0.020399235028686423 0.025884029348899416 0.017196855117933077 0.0011899553766733747 0.0022049173156006648 0.00033248753171756057 0.011642063422621652 9.499643763358873e-05 0.0003999850005624789 0.07594465207554717 0.013214504456082897 0.04049848130695099 0.024181593190255365 0.006899741259702761 5.749784383085634e-05 0.01051710560853968 0.03773608489681637 0.0037698586303013637 0.0075047185730535105 0.028846418259315276 0.00024249090659100284 0.00047998200067497467 6.749746884491831e-05 0.0010774595952651777 0.5897028861417697
28 z 0.0 0.40388373911101183 0.0005723698905517087 0.0004886084431538977 0.0008794951976770158 0.21811480902389993 2.792048246593701e-05 0.00011168192986374804 0.000991177127540764 0.20157192316283226 2.792048246593701e-05 0.00015356265356265356 0.0005584096493187402 0.0017589903953540316 0.0011168192986374804 0.07377987491623855 5.584096493187402e-05 2.792048246593701e-05 0.004844203707840071 6.980120616484253e-05 4.1880723698905516e-05 0.027669198123743577 6.980120616484253e-05 0.0018846325664507483 1.3960241232968505e-05 0.018092472637927185 0.004606879606879607 0.03858610676792495
29 $ 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
assets/transition_comparisons.csv
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,l2,kl_mf,kl_fm,jsd,permutation_p_value
names,0.3189041485139616,0.04320097944655348,0.0215380760498496,0.03236952774820154,0.979
surnames,1.2770018925640299,0.2936188220992242,0.23989460296618093,0.26675671253270256,0.001
1 l2 kl_mf kl_fm jsd permutation_p_value
2 names 0.3189041485139616 0.04320097944655348 0.0215380760498496 0.03236952774820154 0.979
3 surnames 1.2770018925640299 0.2936188220992242 0.23989460296618093 0.26675671253270256 0.001
assets/transition_difference.png
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